Publications

Martiño Ríos-García, Nawaf Alampara, Chandan Gupta, Indrajeet Mandal, Sajid Mannan, Ali Asghar Aghajani, NM Krishnan, Kevin Maik Jablonka. 2026. AI scientists produce results without reasoning scientifically. arXiv preprint

Sajid Mannan, K Sidharth Nambudiripad, Indrajeet Mandal, Nitya Nand Gosvami, NM Krishnan. 2026. Natural Language Embeddings of Synthesis and Testing conditions Enhance Glass Dissolution Prediction. arXiv preprint

Sinorul Haque, Shweta R Keshri, Ganesh Gadudhula, Kaustuv Chatterjee, Shubhangi Majumdar, Kartick Biswas, Sudheer Ganisetti, Indrajeet Mandal, Dudekula Althaf Basha, Prabir Pal, Pramit K Chowdhury, Niharika Joshi, Subrahmanyam Sappati, Nitya Nand Gosvami, Pavan Nukala, Eswaraiah Varrla, NM Anoop Krishnan, Amarnath R Allu. 2026. Reactive Glass–Metal Interaction under Ambient Conditions Enables Surface Modification of Gold Nano‐Islands. Advanced Functional Materials

Indrajeet Mandal, Jitendra Soni, Mohd Zaki, Morten M Smedskjaer, Katrin Wondraczek, Lothar Wondraczek, Nitya Nand Gosvami, NM Anoop Krishnan. 2025. Evaluating large language model agents for automation of atomic force microscopy. Nature Communications

Riya Haldar, Noah Jacob, Gadudhula Ganesh, Kaustuv Chatterjee, Indrajeet Mandal, Anustup Chakraborty, Keya Haldar, Prabir Pal, Goutam Kishore Gupta, NM Anoop Krishnan, Manohar Chirumamilla, Mallikarjuna Rao Motapothula, Eswaraiah Varrla, Amarnath R Allu. 2025. Immobilized Gold Nanoparticles on a Glass-Based Scaffold for Direct Solar-Driven H2 from Water Vapor. ACS Materials Letters

Shweta R Keshri, Indrajeet Mandal, Anuraag Gaddam, Sudheer Ganisetti, Sinorul Haque, C Venkateswaran, George E Stan, Teddy Tite, Aswini Ghosh, Nitya Nand Gosvami, NM Anoop Krishnan, Amarnath R Allu. 2025. Mixed network former effect on the ion-dynamics of Sodium Alumino-Phospho-Silicate glasses. Acta Materialia

Sougata Karmakar, Soham Ash, Sinorul Haque, Natchimuthu Karuppusamy Murugasenapathi, M Sridevi, Indrajeet Mandal, Gurupada Ghorai, AV Muhammed Ali, Nitya Nand Gosvami, NM Anoop Krishnan, Sayan Kanungo, Manohar Chirumamilla, Tamilarasan Palanisamy, Rajiv K Singh, Amarnath R Allu, KDM Rao. 2025. On-chip full-UV-band photodetectors enabled by hot hole extraction. ACS nano

ndrajeet Mandal, Sajid Mannan, Yuanqing Lu, Nitya Nand Gosvami, Lothar Wondraczek, NM Anoop Krishnan. 2025. Physics-informed machine learning for Na-Ion conductivity and activation energy. Journal of Non-Crystalline Solids

Nawaf Alampara, Mara Schilling-Wilhelmi, Martiño Ríos-García, Indrajeet Mandal, Pranav Khetarpal, Hargun Singh Grover, NM Anoop Krishnan, Kevin Maik Jablonka. 2025. Probing the limitations of multimodal language models for chemistry and materials research. Nature Computational Science

Sinorul Haque, Indrajeet Mandal, K Jayanthi, Prabir Pal, Prince Sen, Bijay Laxmi Pradhan, Krishna K Dey, Manasi Ghosh, Nitya Nand Gosvami, NM Anoop Krishnan, Mir Wasim Raja, Amarnath R Allu. 2025. Water-In-Glass: A Self-Supporting Inorganic Aqueous Electrolyte. The Journal of Physical Chemistry B

Indrajeet Mandal, Jagannath Gangareddy, Abimannan Sethurajaperumal, Murugasenapathi NK, Manikanta Majji, Susmita Bera, Pratyasha Rudra, Vanmathi Ravichandran, Sandip Bysakh, Noah Jacob, KDM Rao, Rajiv K Singh, NM Anoop Krishnan, Manohar Chirumamilla, Tamilarasan Palanisamy, M Motapothula, Eswaraiah Varrla, Srabanti Ghosh, Amarnath R Allu. 2024. H‐Glass Supported Hybrid Gold Nano‐Islands for Visible‐Light‐Driven Hydrogen Evolution. Small

Indrajeet Mandal, Sajid Mannan, Lothar Wondraczek, Nitya Nand Gosvami, Amarnath R Allu, NM Anoop Krishnan. 2023. Machine Learning-Assisted Design of Na-Ion-Conducting Glasses. The Journal of Physical Chemistry C

Gupta, T., Zaki, M., Krishnan, N.A. and Mausam, 2022. MatSciBERT: A materials domain language model for text mining and information extraction. npj Computational Materials, 8(1), p.102.

Indrajeet Mandal, Shweta R Keshri, Lekhan Lodhi, Krishna K Dey, Manasi Ghosh, Aswini Ghosh, Amarnath R Allu. 2022. Correlation of structure and ionic-conductivity in phosphate glass using MAS-NMR and impedance spectroscopy: Influence of sodium salt. Physical Review Materials

Shweta R Keshri, Indrajeet Mandal, Sudheer Ganisetti, S Kasimuthumaniyan, Rajesh Kumar, Anuraag Gaddam, Ankita Shelke, Thalasseril G Ajithkumar, Nitya Nand Gosvami, NM Anoop Krishnan, Amarnath R Allu. 2022. Elucidating the influence of structure and Ag+-Na+ ion-exchange on crack-resistance and ionic conductivity of Na3Al1. 8Si1. 65P1. 8O12 glass electrolyte. Acta Materialia

Indrajeet Mandal, Saswata Chakraborty, K Jayanthi, Manasi Ghosh, Krishna K Dey, K Annapurna, Jayanta Mukhopadhyay, Abhijit Das Sharma, Amarnath R Allu. 2022. Role of Sodium-Ion Dynamics and Characteristic Length Scales in Ion Conductivity in Aluminophosphate Glasses Containing Na2SO4. The Journal of Physical Chemistry C

Indrajeet Mandal, Saswata Chakraborty, Manasi Ghosh, Krishna K Dey, K Annapurna, Amarnath R Allu. 2022. Structure and Conductivity Correlation in NASICON Based Na3Al2P3O12 Glass: Effect of Na2SO4. Frontiers in Materials

Indrajeet Mandal, Saswata Chakraborty, K Annapurna, Abhijit Das Sharma, Jayanta Mukhopadhyay, Amarnath R Allu. 2021. Understanding the sodium-ion dynamics in NASICON (Na3Al2P3O12) glass containing NaF: Scaling of electrical conductivity spectra. Journal of Alloys and Compounds